Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9934621 | 0.9339689 | 0.6947162 |
| bt | 0.8734529 | 0.5865887 | 0.3303208 |
| maxnet | 0.7594921 | 0.4573000 | NA |
| gam | 0.8350270 | 0.5181801 | 0.2567309 |
| glm | 0.7501107 | 0.4343651 | 0.1470812 |